ResearchBenchmarksVisual Quality Assessment on MMIU visual qualityFollow53AccuracyLAD48.8449.925152.08May 12, 2026Evaluation ResultsMethodMethodLinksAccuracyDelta RStdLADBackbone=LLaVA-OneVisionBackbone=LLaVA-OneVision2026.055335VanillaBackbone=LLaVA-OneVisionBackbone=LLaVA-OneVision2026.0549.8—PurAttnBackbone=LLaVA-OneVisionBackbone=LLaVA-OneVision2026.0549—